Exploring AI Machine Learning for the Enterprise Overview (with Light Hands-on) (TTML5502) is an introductory, two-day foundation course created to give you a solid "first look" at crucial AI ML technologies, associated innovative knowledge, and the latest technologies that support them, with an emphasis on how they are practically used in business. These revolutionary technologies provide ways to improve decision-making, swiftly modernize and boost operational effectiveness, and stimulate creativity inside your company. The learners will discover what AI is and isnt during the course, how to distinguish between AI, Machine Learning, and Deep Learning, and the current state of using Large Language Models. Additionally, the course will provide how AI processes words, pictures, and sounds. Most importantly, the learners will comprehend the ethical issues and potential hazards of AI and machine learning and discover the best practices for integrating them into company strategy.
Through a well-rounded mix of instructional methods and strategies, this 2-day certification program ensures a comprehensive learning experience. Expert instructors will deliver engaging and informative instructor-led lectures, offering a strong theoretical foundation. Participants will be able to engage in dynamic group discussions, promoting interactive learning and exchanging ideas. A crucial aspect of the course involves hands-on activities utilizing user-friendly tools and software, enabling learners to apply their newfound knowledge actively. So, enrolling in AI Machine Learning for the Enterprise Overview (TTML5502) will provide you with access to bridge theoretical knowledge with practical skills.
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Upon completion of the course, the learners will be proficient in the following:
• Understand the fundamental concepts and terminology related to AI and machine learning.
• Identify use cases for AI and machine learning in the enterprise.
• Apply AI and machine learning tools and frameworks to common business problems.
• Evaluate the benefits and potential risks of AI and machine learning in business
• Confidently participate in strategic discussions about AI and machine learning in the enterprise.
• Learn current trends, techniques, and the fascinating realm of AI and machine learning.
• Get a hands-on introduction to a few user-friendly tools and skills offering a taste of the practical side of AI and Machine Learning.
• Learn the fundamentals of algorithms, NLP, neural networks, GPT, generative probabilities, and other cutting-edge techniques.
• Discover AI's crucial role in processing text, pictures, and sounds.
• Explore how businesses may use these technologies to streamline procedures and increase efficiency.
The target audience for the "AI & Machine Learning for the Enterprise Overview (Light Hands-on) (TTML5502) " course may include:
• Business Leaders and Executives
• Data Analysts and Data Scientists
• Software Developers and Engineers
• IT Professionals
• Academics and Researchers
• Business Analysts
• Consultants
• Understand the difference between AI and machine learning
• Identify the role of AI in modern business
• Emphasize the importance of AI skills for employees
• Learn the basics of how mathematics is used in AI
• Understand the role of algorithms in machine learning
• Differentiate between supervised and unsupervised learning
• Identify classification, regression, clustering, dimensionality reduction, and ensemble methods
• Understand the part of machine learning in business decision-making
• Understand the basics of Generative AI and how it differs from other AI techniques
• Learn the basics of GPT and its applications in various sectors
• Understand the concept of language models and how they are trained using large amounts of text data
• Solve business problems with a GPT-based tool
• Understand what neural networks are and how they are used
• Identify the essential parts, types, and how they learn
• Understand the importance of data preprocessing in training
• Explore deep neural network's advantages and practical applications
• Perform Foundational Data, ML, and AI Tasks in Google Cloud
• MLOps (Machine Learning Operations) Fundamentals
• Build and Deploy Machine Learning Solutions on Vertex AI
• Benefits of AI for Business
• Key Considerations for Implementing AI in Business
• Real-world Examples of AI in Business Applications
• Importance of Ethics in AI
• Emerging Trends in AI Implementation
• Practical Applications of AI in Various Industries
• Understanding Privacy Issues
• AI's Effect on Industry Through Automation
• Preventing Errors while using AI in Business
• Shielding Business From Unexpected Repercussions
• Handouts of key concepts and terms
• Practice exercises
• Access to user-friendly AI and machine learning tools and software
• Career Pathways in Enterprise AI
• Skills and Competencies for Success
• Final Course Assessment and Evaluation
• Post-Course Resources and Continuing Education Opportunities
What is the AI & Machine Learning course duration?
The course is for 02-days. It will be approximately 16 hours course.
Why should I choose Vinsys for doing an AI & Machine Learning (TTML5502) certification course?
Because Vinsys has the experience of providing technical courses for over two decades, we provide the best and the latest expertise in the certification courses. Notably, we are ISO 9001 certified, which accredits the quality of education Vinsys provides. You will get the best training after enrolling with us for the AI certification course.
Is the machine learning and artificial intelligence course beneficial to me at the workplace?
Artificial Intelligence will boost the productivity of the organization. Having a certificate will validate your expertise to your employees. Most importantly, you will gain immense skills and knowledge, helping you work incredibly quickly and efficiently
Will the course timings be flexible to match the timings of our team?
Vinsys will arrange the timings in collaboration with you. The timings will be flexible, and you can efficiently devote your complete concentration to the course to gain the fullest.
What Assessment and Evaluation Methods will you use for certifying the learners?
Vinsys uses the following assessment and evaluation methods to assess and evaluate the learning and progress:
• Quizzes
• Assignment projects
• Lab exercises using user-friendly tools
• Final exam
Is the course available online or only in person?
Vinsys offers flexibility in course delivery. The course has three formats: Instructor Led Training, Virtual Instructor Led Training, and Group Instructor Led Training. You can select the best option depending on your learning interests and availability.
Will I receive a certificate upon completion of the course?
Upon completion, participants receive a certificate from Vinsys. This certificate validates your knowledge and skills in AI & Machine Learning.
Choosing Vinsys to understand the AI and Machine Learning was the best decision ever. The instructors were encouraging, and the best part was small-size batches. Practical sessions improved my understanding and industry projects exposure that Vinsys provided
Vinsys was great at providing my team the learnings about implementing AI and Machine learning. The faculty is top-notch. They helped us teach by customizing the modules as per our company requirements. Because of their training, my team is functioning at 2x speed. Thank You, Vinsys.